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Notice!
This gene did NOT pass the analysis criteria (log2(expression) > 5 in more than 80% of samples & normality of residuals was not rejected).
The modeling results may be unreliable.

Os08g0148500

blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II

Description : Peptidase, trypsin-like serine and cysteine domain containing protein.


log2(Expression) ~ Norm(μ, σ2)

μ = α + β1D + β2C + β3E + β4D*C + β5D*E + γ1N8

par. value (S.E.)
α : 2.98 (0.0228) R2 : 0.00232
β1 : -- (--) R2dD : -- R2D : --
β2 : -- (--) R2dC : -- R2C : --
β3 : -- (--) R2dE : -- R2E : --
β4 : -- (--) R2dD*C : -- R2D*C : --
β5 : -- (--) R2dD*E : -- R2D*E : --
γ1 : -0.0495 (0.0481) R2dN8 : 0.00299 R2N8 : 0.00232
σ : 0.43
deviance : 84.84
__
_____
C
peak time of C : --
E
wheather : --
threshold : --
memory length : --
response mode : --
dose dependency : --
G
type of G : --
peak or start time of G : --
open length of G : --

__

Dependence on each variable

Residual plot

Process of the parameter reduction
(fixed parameters. wheather = temperature, response mode = < th, dose dependency = dose dependent, type of G = rect.)

deviance σ α β1 β2 β3 β4 β5 γ1 peak time of C threshold memory length peak or start time of G open length of G
60.46 0.365 2.97 0.00846 0.0982 1.48 0.183 -6.83 -0.0265 10.4 20.62 120 6.17 1.16
64.58 0.374 2.99 0.0989 0.0953 3.78 -0.245 -- -0.0162 9.71 19.1 104 6.42 1.87
60.59 0.363 2.97 0.014 0.0992 1.48 -- -6.79 -0.0252 10.3 20.49 126 6.1 1.15
63.3 0.371 2.98 0.0243 0.108 4.54 -- -- -0.0342 9.96 19.09 107 6.43 1.75
61.17 0.364 2.97 0.0142 -- 1.53 -- -6.73 -0.026 -- 20.64 122 6.15 1.28
83.4 0.428 2.98 -0.0523 0.14 -- -0.283 -- -0.0578 8.28 -- -- -- --
83.57 0.428 2.98 -0.0591 0.142 -- -- -- -0.0567 9.3 -- -- -- --
63.99 0.373 2.98 0.0238 -- 4.58 -- -- -0.034 -- 19.06 107 6.43 1.75
63.31 0.371 2.98 -- 0.108 4.53 -- -- -0.0369 9.94 19.08 107 6.43 1.75
84.75 0.43 2.98 -0.0598 -- -- -- -- -0.0561 -- -- -- -- --
83.66 0.428 2.98 -- 0.142 -- -- -- -0.0501 9.33 -- -- -- --
64 0.373 2.98 -- -- 4.57 -- -- -0.0366 -- 19.04 109 6.41 1.75
84.84 0.43 2.98 -- -- -- -- -- -0.0495 -- -- -- -- --

Results of the grid search

Summarized heatmap of deviance
Histogram

Local optima within top1000 grid-points

rank deviance wheather threshold memory length response mode dose dependency type of G peak or start time of G open length of G
1 61.26 temperature 20.0 90 < th dose independent rect. 6 1
3 62.86 temperature 20.0 90 < th dose dependent rect. 6 1
13 65.35 radiation 1.0 30 < th dose dependent rect. 7 1
23 65.97 temperature 30.0 90 > th dose dependent rect. 10 1
48 69.85 humidity 90.0 30 > th dose dependent rect. 7 1
62 70.39 temperature 30.0 90 > th dose independent rect. 10 1
64 70.74 radiation 1.0 90 < th dose independent rect. 6 1
104 72.69 temperature 30.0 10 > th dose dependent rect. 12 1
161 74.02 humidity 90.0 10 > th dose independent rect. 7 1
176 74.29 atmosphere 1005.0 10 < th dose independent rect. 8 1
237 74.75 temperature 20.0 270 < th dose independent rect. 4 4
301 75.39 wind 5.0 30 < th dose independent rect. 7 1
337 75.73 wind 1.0 30 > th dose independent rect. 7 1
348 75.87 humidity 50.0 30 > th dose dependent rect. 7 1
349 75.87 atmosphere 1015.0 30 < th dose dependent rect. 7 1
358 76.05 temperature 30.0 90 > th dose dependent sin 8 NA
360 76.06 atmosphere 1000.0 30 > th dose independent rect. 8 23
365 76.09 atmosphere 1000.0 30 > th dose independent rect. 7 1
367 76.10 precipitation 0.1 30 < th dose independent rect. 7 1
368 76.10 precipitation 0.1 30 < th dose dependent rect. 7 1
370 76.11 wind 9.0 1440 < th dose independent rect. 8 1
373 76.11 temperature 10.0 30 > th dose independent rect. 7 1
375 76.11 temperature 10.0 1440 > th dose independent rect. 8 1
381 76.11 humidity 50.0 30 > th dose independent rect. 7 1
383 76.11 humidity 50.0 1440 > th dose independent rect. 8 1
387 76.11 atmosphere 995.0 1440 > th dose independent rect. 8 1
390 76.11 atmosphere 1015.0 30 < th dose independent rect. 7 1
391 76.11 atmosphere 1015.0 1440 < th dose independent rect. 8 1
393 76.11 temperature 10.0 30 > th dose independent rect. 8 23
394 76.11 temperature 10.0 1440 > th dose independent rect. 9 23
412 76.14 radiation 1.0 10 > th dose independent rect. 7 1
415 76.17 precipitation 0.1 30 < th dose independent rect. 8 23
416 76.17 precipitation 0.1 30 < th dose dependent rect. 8 23
444 76.33 temperature 30.0 30 < th dose independent rect. 8 23
445 76.34 wind 1.0 10 > th dose dependent rect. 7 1
468 76.43 wind 9.0 30 < th dose dependent rect. 7 1
473 76.48 radiation 40.0 30 < th dose independent rect. 7 1
474 76.49 wind 9.0 30 < th dose independent rect. 8 23
537 76.88 humidity 50.0 10 > th dose independent rect. 8 23
563 77.02 atmosphere 995.0 30 > th dose dependent rect. 7 1
578 77.12 temperature 30.0 10 > th dose dependent sin 7 NA
596 77.28 radiation 40.0 90 < th dose dependent rect. 7 1
612 77.45 radiation 1.0 10 > th dose dependent rect. 7 1
655 77.71 radiation 20.0 90 < th dose independent rect. 7 1
656 77.72 precipitation 0.1 1440 < th dose independent rect. 8 1
658 77.72 precipitation 0.1 1440 < th dose dependent rect. 8 1
758 78.16 wind 1.0 30 > th dose independent rect. 8 23
868 78.55 atmosphere 1015.0 30 < th dose independent rect. 8 23
919 78.66 temperature 30.0 10 > th dose independent rect. 11 2
922 78.68 wind 3.0 10 > th dose independent rect. 4 4
931 78.69 temperature 10.0 10 > th dose dependent rect. 7 1